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2019
International audience ; This book is an introduction to the linguistic concepts of argumentation relevant for argument mining, an important research and development activity which can be viewed as a highly complex form of information retrieval, requiring high-level natural language processing technology.
Janier, Mathilde, Saint Dizier, Patrick
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International audience ; This book is an introduction to the linguistic concepts of argumentation relevant for argument mining, an important research and development activity which can be viewed as a highly complex form of information retrieval, requiring high-level natural language processing technology.
Janier, Mathilde, Saint Dizier, Patrick
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2021
In the last decade, the field of argument mining has grown notably. However, only relatively few studies have investigated argumentation in social media and specifically on Twitter. Here, we provide the, to our knowledge, first critical in-depth survey of the state of the art in tweet-based argument mining.
Schäfer, Robin +1 more
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In the last decade, the field of argument mining has grown notably. However, only relatively few studies have investigated argumentation in social media and specifically on Twitter. Here, we provide the, to our knowledge, first critical in-depth survey of the state of the art in tweet-based argument mining.
Schäfer, Robin +1 more
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Mining Economic Sentiment Using Argumentation Structures
2010The recent turmoil in the financial markets has demonstrated the growing need for automated information monitoring tools that can help to identify the issues and patterns that matter and that can track and predict emerging events in business and economic processes. One of the techniques that can address this need is sentiment mining.
Hogenboom, Alexander +4 more
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From Argument Diagrams to Argumentation Mining in Texts
International Journal of Cognitive Informatics and Natural Intelligence, 2013In this paper, the authors consider argument mining as the task of building a formal representation for an argumentative piece of text. Their goal is to provide a critical survey of the literature on both the resulting representations (i.e., argument diagramming techniques) and on the various aspects of the automatic analysis process.
Andreas Peldszus, Manfred Stede
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Towards relation based Argumentation Mining
Proceedings of the 2nd Workshop on Argumentation Mining, 2015We advocate a relation based approach to Argumentation Mining. Our focus lies on the extraction of argumentative relations instead of the identification of arguments, themselves. By classifying pairs of sentences according to the relation that holds between them we are able to identify sentences that may be factual when considered in isolation, but ...
Lucas Carstens, Francesca Toni
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Machine learning driven argument mining
2022For thousands of years, humans have utilized argumentation to achieve a holistic understanding by presenting and contesting different views. Nowadays, achieving a common understanding in society becomes more challenging since disputes are often global, involve various interest groups, and the amount of relevant and often contradicting arguments grows ...
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Utilizing Argument Mining Techniques for Argumentative Dialogue Systems
2019This work presents a pilot study for the application of argument mining techniques in the context of argumentative Dialogue Systems. We extract the argument structure of an online debate and show how it can be utilized to generate artificial persuasive dialogues in an agent-agent scenario.
Niklas Rach +3 more
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